Run
8760599

Run 8760599

Task 145854 (Supervised Classification) nomao Uploaded 31-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1485
mlr.classif.ranger(9)_mtry56
mlr.classif.ranger(9)_min.node.size903
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.817662488832138
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9836
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9363
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8422
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26047.9147
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.103
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9367
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9371
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9371
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2524
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2137
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4732
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1731.227
Total cost
UserCPU time millis
4339.501
UserCPU time millis testing
13.255
UserCPU time millis training
4326.246